{"id":"W1946780246","doi":"10.1139/tcsme-2004-0035","title":"COMBINER DE MULTIPLE LANGAGES POUR LA PROGRAMMATION DES CONTRÔLEURS DE MACHINES-OUTILS À ARCHITECTURE OUVERTE","year":2004,"lang":"fr","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Humanities; Philosophy; Architecture; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003742821,0.000259267,0.0002831517,0.00006157324,0.0002644307,0.00004788478,0.0002584257,0.0003606762,0.00001257606],"category_scores_gemma":[0.0001647027,0.0002650361,0.0006090424,0.0002756075,0.00006706289,0.0001392863,0.000005072162,0.0005153117,0.00000125979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127142,"about_ca_system_score_gemma":0.000421067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02857211,"about_ca_topic_score_gemma":0.06064741,"domain_scores_codex":[0.9987006,0.00004249813,0.0003145889,0.0001771785,0.0001273479,0.0006377737],"domain_scores_gemma":[0.9990712,0.0002302005,0.00006026259,0.0002409784,0.00008523919,0.0003121243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007198536,0.00002632968,0.00001215459,0.0004926656,0.0002606626,0.000001105333,0.001058826,0.9638579,0.01308936,0.005741738,0.00002637152,0.01542567],"study_design_scores_gemma":[0.001967813,0.00003439208,0.0001125639,0.0004046652,0.0002619844,0.0000567536,0.0001724268,0.9813687,0.00844116,0.003994328,0.002889763,0.0002955165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00610418,0.000938394,0.9888626,0.002320994,0.0004792356,0.000789644,0.0003082185,0.0001639008,0.00003281652],"genre_scores_gemma":[0.7697494,0.00004732557,0.2294748,0.00004971404,0.00008541076,0.0001486142,0.00001280401,0.00009269403,0.0003392273],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7636452,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008002075174428924,"score_gpt":0.2032857172449401,"score_spread":0.1952836420705112,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}